Triple
T529025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glenrothes with Thornton railway station |
E10988
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Thornton
Thornton is a village in Fife, Scotland, known historically for its coal mining and rail junction and now as a small residential community near Glenrothes.
|
E67404
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Thornton | Statement: [Glenrothes with Thornton railway station, serves, Thornton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thornton Context triple: [Glenrothes with Thornton railway station, serves, Thornton]
-
A.
Thornton
Thornton is the surname of Terrence LeVarr Thornton, better known as Pusha T, an American rapper and record executive.
-
B.
Wayne
Wayne is a masculine given name of English origin commonly used in the United States and other English-speaking countries.
-
C.
Roscoe
"Roscoe" is an essay by Washington Irving, included in his collection *The Sketch Book of Geoffrey Crayon, Gent.*, that reflects on the life and character of English historian and writer William Roscoe.
-
D.
Conway
Conway is a surname most notably associated with the influential British mathematician John H. Conway, known for his work in group theory, number theory, and cellular automata such as the Game of Life.
-
E.
Fallon
Fallon is a small city in western Nevada known for its agricultural community, nearby Naval Air Station, and role as a regional service hub.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thornton Triple: [Glenrothes with Thornton railway station, serves, Thornton]
Generated description
Thornton is a village in Fife, Scotland, known historically for its coal mining and rail junction and now as a small residential community near Glenrothes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thornton Target entity description: Thornton is a village in Fife, Scotland, known historically for its coal mining and rail junction and now as a small residential community near Glenrothes.
-
A.
Thornton
Thornton is the surname of Terrence LeVarr Thornton, better known as Pusha T, an American rapper and record executive.
-
B.
Wayne
Wayne is a masculine given name of English origin commonly used in the United States and other English-speaking countries.
-
C.
Roscoe
"Roscoe" is an essay by Washington Irving, included in his collection *The Sketch Book of Geoffrey Crayon, Gent.*, that reflects on the life and character of English historian and writer William Roscoe.
-
D.
Conway
Conway is a surname most notably associated with the influential British mathematician John H. Conway, known for his work in group theory, number theory, and cellular automata such as the Game of Life.
-
E.
Fallon
Fallon is a small city in western Nevada known for its agricultural community, nearby Naval Air Station, and role as a regional service hub.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1d39b4c81909f265b3501b5ec1d |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4c66d76588190864ac6a992c44545 |
completed | March 1, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69a4c7d8ba3081909ae63cafc11ad6bb |
completed | March 1, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4c83437ec8190a8b71e45357b4e32 |
completed | March 1, 2026, 11:13 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.